Index Catalog // Emory Theses and Dissertations

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Filtering by: Committee Lars Ruthotto, Emory University

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1. Applications of Closed-loop Control in Biomedical Interventions: From Neural Modulation to Diabetes Management

Student Name:: Madondo, Malvern
Date Uploaded:: 05/02/2024
Research Field:: Computer Science and Applied Mathematics
Department or Specialty:: Computer Science and Informatics

2. Reinforcement Learning with Manifold Optimization

Student Name:: Hasnain, Syed Jafer
Date Uploaded:: 04/10/2024
Research Field:: Applied Mathematics, Mathematics, and Artificial Intelligence
Department or Specialty:: Mathematics

3. Randomized Sketching for Data Fitting

Student Name:: Ji, Xiang
Date Uploaded:: 04/10/2024
Research Field:: Mathematics
Department or Specialty:: Mathematics

4. Conditional Sampling and Density Estimation with Triangular Convex Flows

Student Name:: Wang, Zheyu
Date Uploaded:: 04/09/2023
Research Field:: Applied Mathematics
Department or Specialty:: Mathematics

5. Reducing Operator Complexity in Algebraic Multigrid with Machine Learning Approaches

Student Name:: Chang, Kai
Date Uploaded:: 04/08/2023
Research Field:: Computer Science, Applied Mathematics, and Mathematics
Department or Specialty:: Mathematics

6. Efficient Training of Input Convex Neural Networks Using Variable Projection

Student Name:: Chen, Yixiao
Date Uploaded:: 04/08/2023
Research Field:: Statistics and Mathematics
Department or Specialty:: Mathematics

7. Low-Rank Exploiting Optimization Methods for Inverse Problems and Machine Learning

Student Name:: Kan, Kai Fung
Date Uploaded:: 04/05/2023
Research Field:: Mathematics
Department or Specialty:: Mathematics

8. Pre-Training Graph Neural Networks for Data-Efficient Brain Network Analysis

Student Name:: Yang, Owen
Date Uploaded:: 04/04/2023
Research Field:: Computer Science
Department or Specialty:: Computer Science

9. The Applications of Alternating Minimization Algorithms on Deep Learning Models

Student Name:: Wang, Junxiang
Date Uploaded:: 11/28/2022
Research Field:: Mathematics, Operations Research, and Computer Science
Department or Specialty:: Computer Science and Informatics

10. Linear Programming Approach for Q-Learning

Student Name:: Gong, Xindi
Date Uploaded:: 04/13/2022
Research Field:: Mathematics and Applied Mathematics
Department or Specialty:: Mathematics